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SOTA2 Research · tasks
Explore the problems researchers are working on and the benchmarks used to measure progress.
| Task Name | Domain | Benchmarks | Papers | Last Update |
|---|---|---|---|---|
| Fluorescence prediction | 4 | 4 | Jul 9, 2026 | |
| Logical deduction | 4 | 4 | May 21, 2026 | |
| Tool Retrieval and Function Selection | 4 | 1 | Feb 21, 2026 | |
| Function Selection | 4 | 1 | Feb 21, 2026 | |
| Social Dialogue | 4 | 2 | Feb 19, 2026 | |
| Stability prediction | 4 | 4 | May 21, 2026 | |
| Multi-body object tracking | 4 | 1 | Feb 18, 2026 | |
| Scientific Paper Writing | 4 | 1 | Mar 31, 2026 | |
| Predictive process monitoring | 4 | 1 | Mar 31, 2026 | |
| 4 |
| 5 |
| Jun 16, 2026 |
| Numerical Optimization of Vandermonde Arithmetic | 4 | 1 | Feb 21, 2026 |
|---|
| Supervised Learning | 4 | 2 | Mar 17, 2026 |
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| KV Cache Quantization | 4 | 2 | Jun 24, 2026 |
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| Single Objective Optimization | 4 | 2 | May 6, 2026 |
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| Hurst estimation | 4 | 1 | Feb 21, 2026 |
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| Wireless traffic prediction | 4 | 1 | Feb 27, 2026 |
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| Respiratory Failure Prediction | 4 | 2 | Feb 21, 2026 |
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| Muscle fatigue recognition | 4 | 1 | Mar 31, 2026 |
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| Connectomic Brain Template Prediction | 4 | 1 | Feb 18, 2026 |
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| Nusselt number prediction | 4 | 2 | May 8, 2026 |
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| Garment Matching | 4 | 1 | Feb 27, 2026 |
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| Wound Segmentation | 4 | 2 | Mar 10, 2026 |
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| Damage Detection | 4 | 2 | Mar 31, 2026 |
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| Biophysical variable prediction | 4 | 1 | Feb 21, 2026 |
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| Speech-driven 3D Facial Animation | 4 | 4 | Apr 21, 2026 |
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